math119: begin multivariable functions

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eggy 2023-01-10 13:39:19 -05:00
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## Multivariable functions ## Multivariable functions
!!! definition
- A **multivariable function** accepts more than one independent variable, e.g., $f(x, y)$.
The signature of multivariable functions is indicated in the form *[identifier]*: *[input type]**[return type]*. Where $n$ is the number of inputs:
$$f: \mathbb R^n \to \mathbb R$$
!!! example
The following function is in the form $f: \mathbb R^2\to\mathbb R$ and maps two variables into one called $z$ via function $f$.
$$(x,y)\longmapsto z=f(x,y)$$
### Sketching multivariable functions ### Sketching multivariable functions
!!! definition
- In a **scalar field**, each point in space is assigned a number. For example, topography or altitude maps are scalar fields.
- A **level curve** is a slice of a three-dimensional graph by setting to a general variable $f(x, y)=k$. It is effectively a series of contour plots set in a three-dimensional plane.
- A **contour plot** is a graph obtained by substituting a constant for $k$ in a level curve.
Please see [level set](https://en.wikipedia.org/wiki/Level_set) and [contour line](https://en.wikipedia.org/wiki/Contour_line) for example images.f